Biomass recovery of coastal young mangrove plantations in Central Thailand

Around one-third of the world’s most carbon-rich ecosystems, mangrove forests, have already been destroyed in Thailand owing to coastal development and aquaculture. Improving these degraded areas through mangrove plantations can restore various coastal ecosystem services, including CO2 absorption and protection against wave action. This study examines the biomass of three coastal mangrove plantations (Avicennia alba) of different ages in Samut Prakarn province, Central Thailand. Our aim was to understand the forest biomass recovery during the early stages of development, particularly fine root biomass expansion. In the chronosequence of the mangrove plantations, woody biomass increased by 40% over four years from 79.7 ± 11.2 Mg C ha-1 to 111.7 ± 12.3 Mg C ha−1. Fine root biomass up to a depth of 100 cm was 4.47 ± 0.33 Mg C ha−1, 4.24 ± 0.63 Mg C ha−1, and 6.92 ± 0.32 Mg C ha−1 at 10, 12, and 14 year-old sites, respectively. Remarkably, the fine root biomass of 14-year-old site was significantly higher than those of the younger sites due to increase of the biomass at 15–30 cm and 30–50 cm depths. Our findings reveal that the biomass recovery in developing mangrove plantations exhibit rapid expansion of fine roots in deeper soil layers.

ecosystem development following tidal wetland creation in Tampa Bay, Florida.Over a 20-year chronosequence, these authors observed a vegetation transition from salt marsh to naturally recruited mangrove forests and noted that soil organic matter increased with age alongside mangrove forest growth.
Although these pioneer studies examined regenerated mangrove forests using comparative approaches across sites of varying stand ages, they were conducted in scattered remote locations where environmental factors, such as soil properties and hydraulic conditions, as well as the initial degree of mangrove destruction, may differ.Lal 13 cautioned that the "space-for-time substitution" (chronosequence) approach can lead to erroneous C stock estimations if soil characteristics vary among sites.Consequently, in recent years, there has been an increase in chronosequence studies focusing on adjacent mangrove plantations of different ages (e.g., [14][15][16] ), which provide insights into biomass recovery during the early stages of development.Additionally, although several studies have investigated the recovery of ecosystem C storage, including SOC, in both mangrove plantations 17 and naturally regenerated mangroves 18,19 .
Compared to upland forests, the fine roots in mangrove forests are known to be distributed at greater soil depths [20][21][22] .For example, Kida et al. 23 conducted soil sampling to a depth of 3.5 m to estimate SOC stocks in secondary mangrove forests in Thailand; fine root detritus was found even at depths greater than 2 m.Thus, although their role as C stock is small, fine roots contribute significantly to SOC accumulation in mangroves due to high production and low decomposition rates 22,24,25 .However, few studies have investigated the increase in fine root biomass in young mangroves, especially in deeper soil layers, despite root zone expansion being key to SOC accumulation.
The coastal area of the Bangpu Recreation Center in Samut Prakarn province located at the mouth of the Chao Phraya River, Central Thailand, was once covered by extensive mangrove forests that were devastated by industrial and urban development 26 .Annual mangrove plantations have been initiated since 2005 in various designated areas along the shoreline 27 .The adjacent mangrove plantations of different ages in Bangpu are an ideal target for a chronosequence approach to investigate the ecological restoration of C stocks in Southeast Asia.Therefore, the objective of this research was to determine the accumulation of woody biomass and the expansion of fine roots, in the early stages of coastal mangrove plantations using a chronosequence approach.We hypothesized that the recovery of ecosystem C storage in developing mangrove plantations is facilitated by the rapid growth of fine roots in deeper soil layers.

Study site
The study was conducted in mangrove plantations located in Samut Prakarn province, Central Thailand (13°31′N, 100°39′E), specifically at the Bangpu Recreation Center on the eastern shore of the Chao Phraya River mouth (Fig. 1).The mangrove restoration project in the coastal fringe was initiated through collaboration between the Quartermaster Department of the Royal Thai Army in Samut Prakarn province and the Foundation for Environmental Education for Sustainable Development 27 .Mangrove plantations were started in 2005 to provide environmental education for local students, and subsequent plantings have taken place almost every year, resulting in plantations of different ages existing adjacent to each other along the coast (Fig. 1).Mixture of mangrove seedlings, Avicennia alba, Rhizophora mucronata, R. apiculata and Sonneratia caseolaris (aged 6-12 months), were systematically planted at 1 m intervals (approximately 10,000 stems ha −1 ) in abandoned coastal areas along the seashore.However, almost all stems except for A. alba already died out.The exact area and survival rate of each plantation has not been recorded.Notably, the plantations are occasionally used by local people for crab catching.Three parallel sites of plantations of different ages along the coastline (Fig. 1) were selected: Site 1 (planted in 2013), Site 2 (planted in 2011), and Site 3 (planted in 2009).The oldest site (planted in 2005) was excluded from this chronosequence approach because of the presence of remnant large mangrove trees in the plantation.
The study site experiences a tropical monsoon climate characterized by distinct rainy (May-October) and dry (November-April) seasons.The rainy season accounts for 82.5% of the annual rainfall, which amounts to 1008 mm.The mean annual temperature is 28.9 °C, with the highest and lowest temperatures occurring in May (30.5 °C) and January (26.8 °C), respectively 27 .

Calculation of tree biomass
To estimate the mean forest biomass of each site, four randomly placed plots (10 × 10 m) were established.In May 2021, the diameter at breast height (DBH) was measured for all tree stems with a DBH ≥ 4.5 cm.Tree height (H) was also measured using a pole for all tree stems.To estimate the mean aboveground biomass (AGB) and coarse root biomass (CRB) for each site, the common allometric equations for mangrove species 28 were used: AGB = 0.251 ρ D 2.46 , CRB = 0.199 ρ 0899 D 2.22 , where ρ represents the stem wood density (kg m −3 ) with bark, and D is the DBH (cm).The ρ value for A. alba is 0.506 28 .
We examined the relationship between the age of young mangrove plantations (aged < 30 years) similar to our study sites (the coastal fringe and oceanic sites) and their AGB (Mg C ha −1 ).The data are based on the studies of Cameron et al. 29 (including secondary citations for review data) and recent findings 14,15,17,30,31 , as well as the present study.Tree carbon was calculated by multiplying biomass by a factor of 0.48 27 for the dry weight-based biomass data, including our own data.

Calculation of fine root biomass
We used the soil coring method to estimate fine root biomass in the three sites during February 2023, two years after the biomass measurements.Six soil samples were randomly collected in each site using a Handy Geoslicer (Fukken Co., Ltd., Hiroshima, Japan), which can extract a soil profile with a cross-sectional area of 27 cm 2 (approximately 3 × 9 cm) and a depth of 100 cm while minimizing compaction.Each sample was divided into five soil layers (0-15, 15-30, 30-50, 50-75, and 75-100 cm) in situ.
All soil samples were transported to the laboratory and stored at a low temperature (5 °C).Subsequently, the roots from each sample were washed in a sieve (mesh size: 0.5 mm) using tap water and sorted manually into categories of living fine roots, living coarse roots, and dead roots based on their color and firmness.Coarse and fine roots were defined as roots with diameters of > 2 mm and ≤ 2 mm, respectively 32 .For samples collected from the 0-15 cm layer, aboveground roots (if present) were separated and removed prior to root washing.Prior to biomass measurements, all root samples were oven-dried at 60 °C until a constant weight was reached.

Statistical analysis
One-way analysis of variance (ANOVA) was performed to test differences of forest structures and woody biomass among the sites with different ages.Differences in fine root biomass among the sites with different soil depths were also assessed using ANOVA.Subsequently, a post-hoc Tukey HSD test was used to identify significant differences among the sites.The significance threshold (p) for all tests was set at 0.05.All statistical analyses were carried out with the R programming language (Supplementary Information) 33 .

Forest structure
According to the analysis of the chronosequence of forest structures, the mean DBH of planted mangroves tended to increase with the increasing stand age, although there were no statistical differences among the sites www.nature.com/scientificreports/(F 2,165 = 1.96, p = 0.14) (Fig. 2a).Canopy trees did not grow much with height during 8 to 12 years with a peak height of approximately 14 m (F 2,164 = 0.199, p = 0.82) (Fig. 2b).Tree density already decreased in the 8-year-old plantations and had no significant change with age (F 2,9 = 0.516, p = 0.61) (Fig. 2c).

Woody biomass and fine root biomass
The woody biomass tended to increase with the increasing stand age; 79.7 ± 11.2 Mg C ha −1 , 85.6 ± 13.3 Mg C ha −1 , and 111.7 ± 12.3 Mg C ha −1 at Site 1, 2, and 3, respectively (Fig. 2d).While there were no statistical differences of total woody biomass among the sites (F 2,9 = 1.92, p = 0.20).AGB were 55.7 ± 7.80 Mg C ha −1 , 59.7 ± 9.55 Mg C ha −1 , and 78.3 ± 8.84 Mg C ha −1 at Site 1, 2, and 3, respectively, with no statistical differences.The fine root biomass in each site exhibited a clear decreasing pattern at depths of up to 100 cm (Table 1), although the fine roots were still present at depths greater than 75 cm in all sites.The total fine root biomass up to 100 cm showed no significant difference between Site 1 (4.47 ± 0.33 Mg C ha −1 ) and Site 2 (4.24 ± 0.63 Mg C ha −1 ) (Table 1), but the fine root biomass of Site 3 (6.92± 0.32 Mg C ha −1 ) was significantly higher than the others (F 2,15 = 10.72,p = 0.0013).The fine root biomass at the depth of 15-30 cm (F 2,15 = 14.45, p < 0.001) and 30-50 cm

Discussion
), where biomass significantly increases with increasing stand age during the development stages.However, the extent of biomass recovery varies depending on site conditions.For example, Cameron et al. 29 compared C stocks in restored mangroves at two contrasting sites in Sulawesi, Indonesia, and revealed that a site with deep muds and silty substrates promote higher rates of biomass compared with a site with coastal fringing and oceanic sites.Therefore, we additionally examined the AGB in various stand ages of young plantations (aged < 30 years) at only coastal fringing and oceanic sites, based on data from Cameron et al. 29 and recent findings 14,15,17,30,31 .The AGB (Mg C ha −1 ) of mangrove plantations significantly increased with age (r 2 = 0.87, p < 0.001), and AGB values of our study sites were relatively high (Fig. 3).One possible explanation for the high biomass recovery at our study site is the influence of the planted species.Previous studies mainly focused on Rhizophora apiculata and/or R. mucronata, as these species produce long hypocotyl seedlings that are convenient for transportation, carrying, and planting.Avicennia alba is a pioneer species that dominates open areas along rivers and seaward edges 34,35 and may have a higher growth rate than Rhizophora plantations.Additionally, the soil conditions of the muddy coastal fringe at the Bangpu site (with > 82% silt) 27 may be more favorable compared with typical sandy coastal fringing sites.However, there were no significant differences in woody biomass in the chronosequence of the present study, despite an increasing trend (Fig. 2d).Therefore, measurements with more replicates, using rather large plots, should be carried out to reduce the error in the estimation of woody biomass.
Comparatively studying mangrove fine root biomass among sites is challenging compared to woody biomass owing to variations in depth and inclusion of necromass 22,36 .Adame et al. 37 reviewed the fine root biomass in mangroves, revealing a wide variation of 0.61-91.4Mg ha −1 using coring methods.They stated that studies integrate over depths shallower than 45 cm are likely underestimating total root biomass, because most root biomass is concentrated in the first meter of soil, with > 50% of total root biomass in the first 45 cm depth.In our study sites, the fine root biomasses were 8.0-12.7 Mg ha −1 and 9.9-16.1 up to depths of 30 cm and 100 cm, respectively (Table 1).21.2% of fine roots were present at depths deeper than 30 cm in the 14-year-old plantation, and 18.7% even in the 10-year-old plantation.
Moreover, fine root necromass is significantly more abundant in mangrove soil than in upland forests 22 , leading to large errors in fine root biomass estimation.Two particularly high fine root biomass values in the reviewed data 37 were 91.4 Mg ha -1 (up to 30 cm in Thailand) and 76.2 Mg ha -1 (up to 100 cm in New Zealand), with both datasets including live and dead fine roots.From the dataset in Thailand 38 , more than 95% of the fine roots were necromass, resulting in an actual fine root biomass of 1.37 ± 0.94 Mg ha −1 .Separation of live and dead roots is crucial for estimating of fine root biomass, and standardized methods such as density-based method 39 should be considered for comparisons.Our findings reveal that the fine root biomass increases significantly during the early stages of mangrove plantations in the depth of 15-30 cm and 30-50 cm soil layers.This suggests that the increase in fine root biomass at greater depths (15-50 cm) contributed significantly to the total fine root biomass with stand age.
In addition to forest biomass, SOC is known to recover rapidly in young mangrove forests 12 .For instance, SOC stocks in the surface layers of naturally regenerated mangroves in French Guiana increased from 4.8 Mg   40 .The abundant distribution of live and dead fine roots resulting from high fine root production and turnover is crucial for SOC stocks in mangroves 22,24 .Kida et al. 23 conducted a SOC composition analysis of a secondary mangrove forest up to a depth of 3.5 m and performed a principal component analysis of the resulting compositional data.Their results revealed that root abundance had a stronger influence than soil texture on the abundance and composition of mangrove SOC.The rapid expansion of fine roots in a deeper direction would contribute to SOC stocks in young mangrove plantations, and thus, not only the measurements of fine root abundance but also investigation of necromass and fine root decomposition is necessary to understand the process.

Conclusion
The development of biomass increment in young mangrove plantations in central Thailand provides valuable insights into the changes in biomass C stocks during mangrove restoration.Our findings demonstrate that both woody biomass and fine root biomass exhibit rapid increases with stand age of mangrove plantations along the coastal fringe.Additionally, the fine root growth had reached up to a depth of 1 m even in 10-year-old plantations, and significantly increased not in the surface soil but in the depth of 15 cm to 50 cm.Our results highlight the expansion of fine roots in a deeper direction in young mangrove plantations, emphasizing the importance of studying fine root dynamics in deeper soil layers to understand the mechanisms of ecosystem C recovery in mangrove ecosystems.

Figure 1 .
Figure 1.Locations of the study sites in Samut Prakan province, Central Thailand.Three parallel Avicennia alba mangrove plantations (Site 1-3) with different ages, located along the coastal line, were selected for this study.The source of satellite images is available at: http:// www.google.com/ earth/ index.html (Accessed 29 June 2023).

Figure 2 .
Figure 2. Change of forest structure (a-c) and woody biomass (d) in young Avicennia alba mangrove plantations (Site 1-3) along a chronosequence at Bangpu, Central Thailand (Mean ± SE).There were no significant differences across different sites using ANOVA.

Figure 3 .
Figure 3.Relationship between the age of young mangrove plantations (years) along the coastal fringe and their aboveground biomass (Mg C ha −1 ± SD).The data are based on the studies of Cameron et al.29 (including secondary citations for review data), Cuc & Hien 15 , Phan et al.30 , Uddin et al.17 , Yu et al.14 and Zhang et al.31 , as well as the present study (red circles).Tree carbon was calculated by multiplying biomass by a factor of 0.48 for the dry weight-based biomass data, including our own data.